Spanaki_R5_IJIM Final - Agri 4.0 Data Sharing.pdf (823.38 kB)
AI applications of data sharing in agriculture 4.0: A framework for role-based data access control
journal contribution
posted on 2021-03-30, 09:59 authored by Konstantina Spanaki, Erisa Karafili, Stella DespoudiIndustry 4.0 and the associated IoT and data applications are evolving rapidly and expand
in various fields. Industry 4.0 also manifests in the farming sector, where the wave of
Agriculture 4.0 provides multiple opportunities for farmers, consumers and the
associated stakeholders. Our study presents the concept of Data Sharing Agreements
(DSAs) as an essential path and a template for AI applications of data management
among various actors. The approach we introduce adopts design science principles and
develops role-based access control based on AI techniques. The application is presented
through a smart farm scenario while we incrementally explore the data sharing
challenges in Agriculture 4.0. Data management and sharing practices should enforce
defined contextual policies for access control. The approach could inform policymaking
decisions for role-based data management, specifically the data-sharing agreements in
the context of Industry 4.0 in broad terms and Agriculture 4.0 in specific.
History
School
- Business and Economics
Department
- Business
Published in
International Journal of Information ManagementVolume
59Publisher
ElsevierVersion
- AM (Accepted Manuscript)
Rights holder
© Crown CopyrightPublisher statement
This paper was accepted for publication in the journal International Journal of Information Management and the definitive published version is available at https://doi.org/10.1016/j.ijinfomgt.2021.102350.Acceptance date
2021-03-25Publication date
2021-04-05Copyright date
2021ISSN
0268-4012Publisher version
Language
- en